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| Presentation | 2018-07-06 18:00 Automatic Evaluation Method for Machine Translation based on Cross-Lingual Similarity using Word Embeddings without Reference Translation Hiroki Fujikawa (Hokkaido Univ.), Hiroshi Echizenya (Hokkai-Gakuen Univ.), Kenji Araki (Hokkaido Univ.)  NLC2018-5 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | We propose a new method for automatic evaluation method for machine translation without reference. Automatic evaluation of machine translation is generally based on the use of reference. However, when the user wants to know the quality of the translation, there is no reference in most cases. Though there is a research to estimate the quality of translation without reference ,it is difficult to use it because there is no large-scale bilingual corpus between English and Japanese. In this paper, our proposed method based on Cross-Lingual Similarity evaluates translation without bilingual corpus using word embeddngs and translation matrix. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Machine Translation / Automatic Evaluation / Word2Vec / Earth Mover's Distance / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 118, no. 122, NLC2018-5, pp. 51-56, July 2018. | |
| Paper # | NLC2018-5 | |
| Date of Issue | 2018-06-29 (NLC) | |
| ISSN | Online edition: ISSN 2432-6380 | |
| Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) | |
| Download PDF | NLC2018-5 |
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| Conference Information | |
| Committee | NLC IPSJ-ICS |
| Conference Date | 2018-07-06 - 2018-07-07 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Hokkaido University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Application of natural language processing and intelligent systems, and general topic of NLP |
| Paper Information | |
| Registration To | NLC |
| Conference Code | 2018-07-NLC-ICS |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Automatic Evaluation Method for Machine Translation based on Cross-Lingual Similarity using Word Embeddings without Reference Translation |
| Sub Title (in English) | |
| Keyword(1) | Machine Translation |
| Keyword(2) | Automatic Evaluation |
| Keyword(3) | Word2Vec |
| Keyword(4) | Earth Mover's Distance |
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| 1st Author's Name | Hiroki Fujikawa |
| 1st Author's Affiliation | Hokkaido University (Hokkaido Univ.) |
| 2nd Author's Name | Hiroshi Echizenya |
| 2nd Author's Affiliation | Hokkai-Gakuen University (Hokkai-Gakuen Univ.) |
| 3rd Author's Name | Kenji Araki |
| 3rd Author's Affiliation | Hokkaido University (Hokkaido Univ.) |
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| Speaker | Author-1 |
| Date Time | 2018-07-06 18:00:00 |
| Presentation Time | 25 minutes |
| Registration for | NLC |
| Paper # | NLC2018-5 |
| Volume (vol) | vol.118 |
| Number (no) | no.122 |
| Page | pp.51-56 |
| #Pages | 6 |
| Date of Issue | 2018-06-29 (NLC) |
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